Identification of MIMO Hammerstein systems with nonlinear feedback

被引：0
|
作者：
Luo, D [1 ]
Leonessa, A [1 ]
机构：
[1] Florida Atlantic Univ, Dept Ocean Engn, Boca Raton, FL 33431 USA
来源：
PROCEEDINGS OF THE 2002 AMERICAN CONTROL CONFERENCE, VOLS 1-6 | 2002年 / 1-6卷
关键词：
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper we present a general identification framework for a particular class of Multi-Input Multi-Output (MIMO) discrete time nonlinear dynamic systems containing the cascade of a linear dynamic system with static nonlinearities at both the input and feedback loop. Linearly parameterized decompositions of the static nonlinearities are introduced and a Subspace Instrumental Variable identification method is used for the closed-loop system model recovery. Finally, a numerical example is presented to verify the proposed algorithm.
引用
收藏
页码：3666 / 3671
页数：6
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